{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {
    "pycharm": {
     "metadata": false,
     "name": "#%%\n"
    }
   },
   "source": [
    "## Example Script for Horizontal Flipping"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "pycharm": {
     "is_executing": false
    }
   },
   "outputs": [],
   "source": [
    "from PIL import Image, ImageSequence\n",
    "import vidaug.augmentors as va"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "pycharm": {
     "is_executing": false,
     "metadata": false,
     "name": "#%%\n"
    }
   },
   "outputs": [],
   "source": [
    "def gif_loader(path, modality=\"RGB\"):\n",
    "    frames = []\n",
    "    with open(path, 'rb') as f:\n",
    "        with Image.open(f) as video:\n",
    "            index = 1\n",
    "            for frame in ImageSequence.Iterator(video):\n",
    "                frames.append(frame.convert(modality))\n",
    "                index += 1\n",
    "        return frames\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "pycharm": {
     "is_executing": false,
     "metadata": false,
     "name": "#%%\n"
    }
   },
   "outputs": [],
   "source": [
    "frames = gif_loader(\"../videos/salt.gif\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "pycharm": {
     "is_executing": false,
     "metadata": false,
     "name": "#%%\n"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=320x240 at 0x12D43DE10>"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "frames[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "pycharm": {
     "is_executing": false,
     "metadata": false,
     "name": "#%%\n"
    }
   },
   "outputs": [],
   "source": [
    "sometimes = lambda aug: va.Sometimes(1, aug) # Used to apply augmentor with 100% probability\n",
    "seq = va.Sequential([ # randomly rotates the video with a degree randomly choosen from [-10, 10]  \n",
    "    sometimes(va.HorizontalFlip()) # horizontally flip the video with 100% probability\n",
    "])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "pycharm": {
     "is_executing": false,
     "metadata": false,
     "name": "#%%\n"
    }
   },
   "outputs": [],
   "source": [
    "#augment the frames\n",
    "video_aug = seq(frames)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "pycharm": {
     "is_executing": false,
     "metadata": false,
     "name": "#%%\n"
    }
   },
   "outputs": [],
   "source": [
    "# save augmentad frames as gif \n",
    "video_aug[0].save(\"out.gif\", save_all=True, append_images=video_aug[1:], duration=100, loop=0)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "pycharm": {
     "metadata": false,
     "name": "#%%\n"
    }
   },
   "outputs": [],
   "source": [
    "\n"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.5.5"
  },
  "stem_cell": {
   "cell_type": "raw",
   "metadata": {
    "pycharm": {
     "metadata": false
    }
   },
   "source": ""
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}
